diff --git a/.Rhistory b/.Rhistory
deleted file mode 100644
index 06fa8ae..0000000
--- a/.Rhistory
+++ /dev/null
@@ -1,512 +0,0 @@
-extract_attendees <- function(pdf_path) {
-pdf_text <- pdf_text(pdf_path)
-last_page <- pdf_text[length(pdf_text)]
-attendees <- str_match(last_page, "Attendees in SG Meetings/Workshops\\s+(\\d+)")[2]
-return(as.numeric(attendees))
-}
-# Function to extract the year from the filename
-extract_year <- function(filename) {
-year <- str_match(filename, "(\\d{4})")[1]
-return(as.numeric(year))
-}
-# Set the directory containing the PDF files
-pdf_directory <- "indicator_data/outreach/"
-# Get a list of all PDF files in the directory
-pdf_files <- list.files(pdf_directory, pattern = "\\.pdf$", full.names = TRUE)
-# Initialize an empty data frame to store results
-results <- data.frame(year = integer(), attendees = integer(), stringsAsFactors = FALSE)
-# Loop through each PDF file
-for (pdf_file in pdf_files) {
-year <- extract_year(basename(pdf_file))
-attendees <- extract_attendees(pdf_file)
-results <- rbind(results, data.frame(year = year, attendees = attendees))
-}
-# Print the results
-print(results)
-results$cum_SeaGrant = cumsum(results$attendees)
-# Print the results
-print(results)
-rm(list = ls())
-dev.off()
-library(pdftools)
-library(stringr)
-library(dplyr)
-year = c(2015:2024)
-participants = c(21,0,52,0,33,0,0,32,22,33)
-df = data.frame(Year = year, Participants = participants)
-df$cumu_MREP = cumsum(df$Participants)
-rm(list = ls())
-dev.off()
-library(pdftools)
-library(stringr)
-library(dplyr)
-year = c(2015:2024)
-participants = c(21,0,52,0,33,0,0,32,22,33)
-MREP = data.frame(Year = year, Participants = participants)
-MREP$cumu_MREP = cumsum(MREP$Participants)
-# Function to extract attendees from a single PDF
-extract_attendees <- function(pdf_path) {
-pdf_text <- pdf_text(pdf_path)
-last_page <- pdf_text[length(pdf_text)]
-attendees <- str_match(last_page, "Attendees in SG Meetings/Workshops\\s+(\\d+)")[2]
-return(as.numeric(attendees))
-}
-# Function to extract the year from the filename
-extract_year <- function(filename) {
-year <- str_match(filename, "(\\d{4})")[1]
-return(as.numeric(year))
-}
-# Set the directory containing the PDF files
-pdf_directory <- "indicator_data/outreach/"
-# Get a list of all PDF files in the directory
-pdf_files <- list.files(pdf_directory, pattern = "\\.pdf$", full.names = TRUE)
-# Initialize an empty data frame to store results
-Seagrant <- data.frame(year = integer(), attendees = integer(), stringsAsFactors = FALSE)
-# Loop through each PDF file
-for (pdf_file in pdf_files) {
-year <- extract_year(basename(pdf_file))
-attendees <- extract_attendees(pdf_file)
-Seagrant <- rbind(results, data.frame(year = year, attendees = attendees))
-}
-# Loop through each PDF file
-for (pdf_file in pdf_files) {
-year <- extract_year(basename(pdf_file))
-attendees <- extract_attendees(pdf_file)
-Seagrant <- rbind(Seagrant, data.frame(year = year, attendees = attendees))
-}
-# Print the results
-print(results)
-# Print the results
-print(Seagrant)
-Seagrant$cumu_Seagrant = cumsum(Seagrant$attendees)
-# Print the results
-print(Seagrant)
-rm(list = ls())
-dev.off()
-library(pdftools)
-library(stringr)
-library(dplyr)
-year = c(2015:2024)
-participants = c(21,0,52,0,33,0,0,32,22,33)
-MREP = data.frame(year = year, part_MREP = participants)
-MREP$cumu_MREP = cumsum(MREP$Participants)
-# Function to extract attendees from a single PDF
-extract_attendees <- function(pdf_path) {
-pdf_text <- pdf_text(pdf_path)
-last_page <- pdf_text[length(pdf_text)]
-attendees <- str_match(last_page, "Attendees in SG Meetings/Workshops\\s+(\\d+)")[2]
-return(as.numeric(attendees))
-}
-# Function to extract the year from the filename
-extract_year <- function(filename) {
-year <- str_match(filename, "(\\d{4})")[1]
-return(as.numeric(year))
-}
-# Set the directory containing the PDF files
-pdf_directory <- "indicator_data/outreach/"
-# Get a list of all PDF files in the directory
-pdf_files <- list.files(pdf_directory, pattern = "\\.pdf$", full.names = TRUE)
-# Initialize an empty data frame to store results
-Seagrant <- data.frame(year = integer(), attendees = integer(), stringsAsFactors = FALSE)
-# Loop through each PDF file
-for (pdf_file in pdf_files) {
-year <- extract_year(basename(pdf_file))
-attendees <- extract_attendees(pdf_file)
-Seagrant <- rbind(Seagrant, data.frame(year = year, attendees = attendees))
-}
-# Print the results
-print(Seagrant)
-Seagrant$cumu_Seagrant = cumsum(Seagrant$attendees)
-df = merge(MREP, Seagrant, by = "year", all=T)
-df
-year = c(2015:2024)
-participants = c(21,0,52,0,33,0,0,32,22,33)
-MREP = data.frame(year = year, part_MREP = participants)
-MREP$cumu_MREP = cumsum(MREP$Participants)
-years = c(2015:2024)
-participants = c(21,0,52,0,33,0,0,32,22,33)
-MREP = data.frame(year = years, part_MREP = participants)
-MREP$cumu_MREP = cumsum(MREP$Participants)
-years = c(2015:2024)
-participants = c(21,0,52,0,33,0,0,32,22,33)
-MREP = data.frame(year = years, part_MREP = participants)
-MREP$cumu_MREP = cumsum(MREP$participants)
-rm(list = ls())
-dev.off()
-library(pdftools)
-library(stringr)
-library(dplyr)
-years = c(2015:2024)
-participants = c(21,0,52,0,33,0,0,32,22,33)
-MREP = data.frame(year = years, part_MREP = participants)
-MREP$cumu_MREP = cumsum(MREP$part_MREP)
-MREP
-# Function to extract attendees from a single PDF
-extract_attendees <- function(pdf_path) {
-pdf_text <- pdf_text(pdf_path)
-last_page <- pdf_text[length(pdf_text)]
-attendees <- str_match(last_page, "Attendees in SG Meetings/Workshops\\s+(\\d+)")[2]
-return(as.numeric(attendees))
-}
-# Function to extract the year from the filename
-extract_year <- function(filename) {
-year <- str_match(filename, "(\\d{4})")[1]
-return(as.numeric(year))
-}
-# Set the directory containing the PDF files
-pdf_directory <- "indicator_data/outreach/"
-# Get a list of all PDF files in the directory
-pdf_files <- list.files(pdf_directory, pattern = "\\.pdf$", full.names = TRUE)
-# Initialize an empty data frame to store results
-Seagrant <- data.frame(year = integer(), attendees = integer(), stringsAsFactors = FALSE)
-# Loop through each PDF file
-for (pdf_file in pdf_files) {
-year <- extract_year(basename(pdf_file))
-attendees <- extract_attendees(pdf_file)
-Seagrant <- rbind(Seagrant, data.frame(year = year, attendees = attendees))
-}
-# Print the results
-print(Seagrant)
-Seagrant$cumu_Seagrant = cumsum(Seagrant$attendees)
-# Print the results
-print(Seagrant)
-Seagrant$cumu_Seagrant = cumsum(Seagrant$attendees)
-df = merge(MREP, Seagrant, by = "year", all=T)
-df
-# save as indicator object ----------------------
-datdata <- df$year
-inddata <- data.frame(cbind(df$cumu_MREP, df$cumu_Seagrant))
-labs <- c("MREP industry participants" , "cumulative number of graduates", "",
-"SeaGrant workshop/meeting participants" , "cumulative number of attendees", "")
-indnames <- data.frame(matrix(labs, nrow = 3, byrow = F))
-inddata <- list(labels = indnames, indicators = inddata, datelist = datdata)
-class(inddata) <- "indicatordata"
-ind <- inddata
-plotIndicatorTimeSeries(ind, coltoplot = 1:2)
-df$year
-datdata <- df$year
-inddata <- data.frame(cbind(df$cumu_MREP, df$cumu_Seagrant))
-labs <- c("MREP industry participants" , "cumulative number of graduates", "",
-"SeaGrant workshop/meeting participants" , "cumulative number of attendees", "")
-indnames <- data.frame(matrix(labs, nrow = 3, byrow = F))
-inddata <- list(labels = indnames, indicators = inddata, datelist = datdata)
-class(inddata) <- "indicatordata"
-ind <- inddata
-plotIndicatorTimeSeries(ind, coltoplot = 1:2, plotrownum = 2)
-# save as indicator object ----------------------
-datdata <- 2010:2024
-inddata <- data.frame(cbind(df$cumu_MREP, df$cumu_Seagrant))
-labs <- c("MREP industry participants" , "cumulative number of graduates", "",
-"SeaGrant workshop/meeting participants" , "cumulative number of attendees", "")
-indnames <- data.frame(matrix(labs, nrow = 3, byrow = F))
-inddata <- list(labels = indnames, indicators = inddata, datelist = datdata)
-class(inddata) <- "indicatordata"
-ind <- inddata
-plotIndicatorTimeSeries(ind, coltoplot = 1:2, plotrownum = 2)
-Seagrant$cumu_Seagrant2 = Seagrant$cumu_Seagrant/1000
-# Print the results
-print(Seagrant)
-df = merge(MREP, Seagrant, by = "year", all=T)
-# save as indicator object ----------------------
-datdata <- 2010:2024
-inddata <- data.frame(cbind(df$cumu_MREP, df$cumu_Seagrant2))
-labs <- c("MREP industry participants" , "cumulative graduates", "",
-"SeaGrant workshop/meeting participants" , "cumulative attendees", "")
-indnames <- data.frame(matrix(labs, nrow = 3, byrow = F))
-inddata <- list(labels = indnames, indicators = inddata, datelist = datdata)
-class(inddata) <- "indicatordata"
-# save as indicator object ----------------------
-datdata <- 2010:2024
-inddata <- data.frame(cbind(df$cumu_MREP, df$cumu_Seagrant2))
-labs <- c("MREP industry participants" , "cumulative graduates", "",
-"SeaGrant workshop/meeting participants" , "cumulative attendees (1000s)", "")
-indnames <- data.frame(matrix(labs, nrow = 3, byrow = F))
-inddata <- list(labels = indnames, indicators = inddata, datelist = datdata)
-class(inddata) <- "indicatordata"
-ind <- inddata
-plotIndicatorTimeSeries(ind, coltoplot = 1:2, plotrownum = 2)
-# save as indicator object ----------------------
-datdata <- 2010:2024
-inddata <- data.frame(cbind(df$cumu_MREP, df$cumu_Seagrant2))
-labs <- c("MREP industry participants" , "cumulative graduates", "",
-"SeaGrant workshop/meeting participants" , "cumulative attendees 1000s", "")
-indnames <- data.frame(matrix(labs, nrow = 3, byrow = F))
-inddata <- list(labels = indnames, indicators = inddata, datelist = datdata)
-class(inddata) <- "indicatordata"
-ind <- inddata
-plotIndicatorTimeSeries(ind, coltoplot = 1:2, plotrownum = 2)
-# save as indicator object ----------------------
-datdata <- 2010:2024
-inddata <- data.frame(cbind(df$cumu_MREP, df$cumu_Seagrant2))
-inddata
-labs <- c("MREP industry participants" , "cumulative graduates", "",
-"SeaGrant workshop/meeting participants" , "cumulative attendees", "")
-indnames <- data.frame(matrix(labs, nrow = 3, byrow = F))
-indnames
-inddata <- list(labels = indnames, indicators = inddata, datelist = datdata)
-class(inddata) <- "indicatordata"
-ind <- inddata
-plotIndicatorTimeSeries(ind, coltoplot = 1:2, plotrownum = 2)
-# save as indicator object ----------------------
-datdata <- 2010:2024
-inddata <- data.frame(cbind(df$cumu_MREP, df$cumu_Seagrant2))
-labs <- c("MREP industry participants" , "cumulative graduates", "",
-"SeaGrant workshop/meeting participants" , "cumulative attendees 1000s", "")
-indnames <- data.frame(matrix(labs, nrow = 3, byrow = F))
-inddata <- list(labels = indnames, indicators = inddata, datelist = datdata)
-class(inddata) <- "indicatordata"
-ind <- inddata
-plotIndicatorTimeSeries(ind, coltoplot = 1:2, plotrownum = 2)
-inddata <- data.frame(cbind(df$cumu_MREP, df$cumu_Seagrant2))
-labs <- c("MREP industry participants" , "cumulative graduates", "",
-"SeaGrant workshop/meeting participants" , "cumulative attendees thousands", "")
-indnames <- data.frame(matrix(labs, nrow = 3, byrow = F))
-inddata <- list(labels = indnames, indicators = inddata, datelist = datdata)
-class(inddata) <- "indicatordata"
-ind <- inddata
-plotIndicatorTimeSeries(ind, coltoplot = 1:2, plotrownum = 2)
-labs <- c("MREP industry participants" , "cumulative graduates", "",
-"SeaGrant workshop/meeting participants" , "cumulative attendees (thousands)", "")
-indnames <- data.frame(matrix(labs, nrow = 3, byrow = F))
-inddata <- list(labels = indnames, indicators = inddata, datelist = datdata)
-class(inddata) <- "indicatordata"
-ind <- inddata
-plotIndicatorTimeSeries(ind, coltoplot = 1:2, plotrownum = 2)
-# save as indicator object ----------------------
-datdata <- 2010:2024
-inddata <- data.frame(cbind(df$cumu_MREP, df$cumu_Seagrant2))
-labs <- c("MREP industry participants" , "cumulative graduates", "",
-"SeaGrant workshop/meeting participants" , "cumulative attendees (thousands)", "")
-indnames <- data.frame(matrix(labs, nrow = 3, byrow = F))
-inddata <- list(labels = indnames, indicators = inddata, datelist = datdata)
-class(inddata) <- "indicatordata"
-ind <- inddata
-plotIndicatorTimeSeries(ind, coltoplot = 1:2, plotrownum = 2)
-# save as indicator object ----------------------
-datdata <- 2010:2024
-inddata <- data.frame(cbind(df$cumu_MREP, df$attendees))
-labs <- c("MREP industry participants" , "cumulative graduates", "",
-"SeaGrant workshop/meeting participants" , "attendees", "")
-indnames <- data.frame(matrix(labs, nrow = 3, byrow = F))
-inddata <- list(labels = indnames, indicators = inddata, datelist = datdata)
-class(inddata) <- "indicatordata"
-ind <- inddata
-plotIndicatorTimeSeries(ind, coltoplot = 1:2, plotrownum = 2)
-# save as indicator object ----------------------
-datdata <- 2010:2024
-inddata <- data.frame(cbind(df$cumu_MREP, df$cumu_Seagrant2))
-labs <- c("MREP industry participants" , "cumulative graduates", "",
-"SeaGrant workshop/meeting participants" , "cumulative attendees (thousands)", "")
-indnames <- data.frame(matrix(labs, nrow = 3, byrow = F))
-inddata <- list(labels = indnames, indicators = inddata, datelist = datdata)
-class(inddata) <- "indicatordata"
-ind <- inddata
-plotIndicatorTimeSeries(ind, coltoplot = 1:2, plotrownum = 2)
-save(ind, file = "indicator_objects/outreach.RData")
-load("indicator_objects/outreach.RData")
-plotIndicatorTimeSeries(ind, coltoplot = 1:2, plotrownum = 2, trendAnalysis = T)
-load("indicator_objects/tier3.RData")
-plotIndicatorTimeSeries(ind, plotrownum = 2, coltoplot = 1:2, sublabel = TRUE, dateformat = "%Y%b", trendAnalysis = T)
-rm(list = ls())
-dev.off()
-# Tally number of stocks from Maria's table:
-PR_stocks = 34
-STTSTJ_stocks = 20
-STX_stocks = 20
-PR_perc = (1/PR_stocks)*100
-USVI_perc = (1/STX_stocks)*100
-PR = c(0,0,0,0,0,0,0,0,0,0,0,0,PR_perc)
-USVI = c(0,0,0,0,0,0,0,0,0,0,0,0,USVI_perc)
-# save as indicator object ----------------------
-datdata <- 2011:2023
-inddata <- data.frame(cbind(PR, USVI))
-labs <- c("Stocks/complexes with Tier 3 designation" , "Percent", "Puerto Rico",
-"Stocks/complexes with Tier 3 designation" , "Percent", "USVI")
-indnames <- data.frame(matrix(labs, nrow = 3, byrow = F))
-ind <- list(labels = indnames, indicators = inddata, datelist = datdata)
-class(inddata) <- "indicatordata"
-# save as indicator object ----------------------
-datdata <- 2011:2023
-inddata <- data.frame(cbind(PR, USVI))
-labs <- c("Stocks/complexes with Tier 3 designation" , "Percent", "Puerto Rico",
-"Stocks/complexes with Tier 3 designation" , "Percent", "USVI")
-indnames <- data.frame(matrix(labs, nrow = 3, byrow = F))
-inddata <- list(labels = indnames, indicators = inddata, datelist = datdata)
-class(inddata) <- "indicatordata"
-# plot and save ----------------------------------
-ind <- inddata
-plotIndicatorTimeSeries(ind, plotrownum = 2, coltoplot = 1:2, sublabel = TRUE, dateformat = "%Y%b", trendAnalysis = T)
-save(ind, file = "indicator_objects/tier3.RData")
-load("indicator_objects/tier3.RData")
-plotIndicatorTimeSeries(ind, plotrownum = 2, coltoplot = 1:2, sublabel = TRUE, dateformat = "%Y%b", trendAnalysis = T)
-rm(list = ls())
-dev.off()
-library(jsonlite)
-library(httr)
-# Declares the base url for calling the API
-base_url <- "https://population.un.org/dataportalapi/api/v1"
-# Creates the target URL, indicators, in this instance
-target <- paste0(base_url, "/indicators/")
-# Get the response, which includes data as well as information on pagination and number of records
-response <- fromJSON(target)
-# Get the first page of data
-df <- response$data
-# Loop until there are new pages with data
-while (!is.null(response$nextPage)){
-#call the API for the next page
-response <- fromJSON(response$nextPage)
-#add the data of the new page to the data.frame with the data of the precious pages
-df <- rbind(df, response$data)
-}
-View(df)
-# Update relative path to retrieve records on locations
-target <- paste0(base_url, "/locations/")
-# Call the API
-response <- fromJSON(target)
-# Get the first page of data
-df <- response$data
-# Get the other pages with data
-while (!is.null(response$nextPage)){
-response <- fromJSON(response$nextPage)
-df <- rbind(df, response$data)
-}
-View(df)
-rm(list = ls())
-dev.off()
-library(jsonlite)
-library(httr)
-# Declares the base url for calling the API
-base_url <- "https://population.un.org/dataportalapi/api/v1"
-# Creates the target URL, indicators, in this instance
-target <- paste0(base_url, "/indicators/")
-# Get the response, which includes data as well as information on pagination and number of records
-response <- fromJSON(target)
-# Get the first page of data
-df1 <- response$data
-# Loop until there are new pages with data
-while (!is.null(response$nextPage)){
-#call the API for the next page
-response <- fromJSON(response$nextPage)
-#add the data of the new page to the data.frame with the data of the precious pages
-df1 <- rbind(df1, response$data)
-}
-# Update relative path to retrieve records on locations
-target <- paste0(base_url, "/locations/")
-# Call the API
-response <- fromJSON(target)
-# Get the first page of data
-df2 <- response$data
-# Get the other pages with data
-while (!is.null(response$nextPage)){
-response <- fromJSON(response$nextPage)
-df2 <- rbind(df2, response$data)
-}
-View(df1)
-View(df2)
-# Update the relative path to search for data on a specific indicator, location, and for specific years
-target <- paste0(base_url, "/data/indicators/49/locations/630/start/2000/end/2024")
-# Call the API
-response <- fromJSON(target)
-# Get the first page of data
-df <- response$data
-# Update the relative path to search for data on a specific indicator, location, and for specific years
-target <- paste0(base_url, "/data/indicators/1/locations/4/start/2005/end/2010")
-# Call the API
-response <- fromJSON(target)
-# Update the relative path to search for data on a specific indicator, location, and for specific years
-target <- paste0(base_url, "/data/indicators/49/locations/850/start/1990/end/2024/table")
-# Call the API
-response <- fromJSON(target)
-# Update the relative path to search for data on a specific indicator, location, and for specific years
-target <- paste0(base_url, "/data/indicators/49/locations/850/start/1990/end/2024")
-# Call the API
-response <- fromJSON(target)
-library(jsonlite)
-library(httr)
-library(dplyr)
-library(ggplot2)
-library(ggrepel)
-library(data.table)
-rm(list = ls())
-dev.off()
-library(jsonlite)
-library(httr)
-library(dplyr)
-library(ggplot2)
-library(ggrepel)
-library(data.table)
-# Declares the base url for calling the API
-base_url <- "https://population.un.org/dataportalapi/api/v1"
-# Creates the target URL, indicators, in this instance
-target <- paste0(base_url, "/indicators/")
-# Get the response, which includes data as well as information on pagination and number of records
-response <- fromJSON(target)
-# Get the first page of data
-df1 <- response$data
-# Loop until there are new pages with data
-while (!is.null(response$nextPage)){
-#call the API for the next page
-response <- fromJSON(response$nextPage)
-#add the data of the new page to the data.frame with the data of the precious pages
-df1 <- rbind(df1, response$data)
-}
-# Update relative path to retrieve records on locations
-target <- paste0(base_url, "/locations/")
-# Call the API
-response <- fromJSON(target)
-# Get the first page of data
-df2 <- response$data
-# Get the other pages with data
-while (!is.null(response$nextPage)){
-response <- fromJSON(response$nextPage)
-df2 <- rbind(df2, response$data)
-}
-# Creates the target URL, indicators, in this instance
-target <- paste0(base_url, "/indicators/49")
-# Get the response, which includes data as well as information on pagination and number of records
-response <- fromJSON(target)
-# Get the first page of data
-df3 <- response$data
-# Get the other pages with data
-while (!is.null(response$nextPage)){
-response <- fromJSON(response$nextPage)
-df3 <- rbind(df3, response$data)
-}
-# Creates the target URL, indicators, in this instance
-target <- paste0(base_url, "/indicators/49/locations/630")
-# Get the response, which includes data as well as information on pagination and number of records
-response <- fromJSON(target)
-# Creates the target URL, indicators, in this instance
-target <- paste0(base_url, "/locations/630")
-# Get the response, which includes data as well as information on pagination and number of records
-response <- fromJSON(target)
-# Get the first page of data
-df3 <- response$data
-# Get the other pages with data
-while (!is.null(response$nextPage)){
-response <- fromJSON(response$nextPage)
-df3 <- rbind(df3, response$data)
-}
-# Update the relative path to search for data on a specific indicator, location, and for specific years
-target <- paste0(base_url, "/data/indicators/1/locations/4/start/2005/end/2010")
-# Call the API
-response <- fromJSON(target)
-# Update the relative path to search for data on a specific indicator, location, and for specific years
-target <- paste0(base_url, "/data/indicators/49/locations/850/start/1990/end/2024/table/pivotbylocation?df=6217b440-0427-440a-88b9-69a0a1658130")
-# Call the API
-response <- fromJSON(target)
-# Load the required library
-library(jsonlite)
-# Declares the base url for calling the API
-base_url <- "https://population.un.org/dataportalapi/api/v1"
-# Update the relative path to search for data on a specific indicator, location, and for specific years
-target <- paste0(base_url, "/data/indicators/1/locations/4/start/2005/end/2010")
-# Print the target URL to ensure it's correct
-print(target)
-# Call the API and handle potential errors
-response <- tryCatch({
-fromJSON(target)
-}, error = function(e) {
-cat("Error: ", e$message, "\n")
-NULL
-})
diff --git a/2011 ACL Amendment FEIS 10_25_2011_FEIS Submitted to EPA Oct_25_2011.pdf b/2011 ACL Amendment FEIS 10_25_2011_FEIS Submitted to EPA Oct_25_2011.pdf
new file mode 100644
index 0000000..13dda47
Binary files /dev/null and b/2011 ACL Amendment FEIS 10_25_2011_FEIS Submitted to EPA Oct_25_2011.pdf differ
diff --git a/indicator_data/TCRMP/fish_density_USVI.RData b/indicator_data/TCRMP/fish_density_USVI.RData
index 9fa8252..232bd18 100644
Binary files a/indicator_data/TCRMP/fish_density_USVI.RData and b/indicator_data/TCRMP/fish_density_USVI.RData differ
diff --git a/indicator_data/TCRMP/slopeSizeSpec_USVI.RData b/indicator_data/TCRMP/slopeSizeSpec_USVI.RData
index 4fae083..824000d 100644
Binary files a/indicator_data/TCRMP/slopeSizeSpec_USVI.RData and b/indicator_data/TCRMP/slopeSizeSpec_USVI.RData differ
diff --git a/indicator_objects/disturbance.RData b/indicator_objects/disturbance.RData
new file mode 100644
index 0000000..0bed718
Binary files /dev/null and b/indicator_objects/disturbance.RData differ
diff --git a/indicator_processing/fishery_dependent/compile_indicators.R b/indicator_processing/fishery_dependent/compile_indicators.R
index ef66dfa..a4e4293 100644
--- a/indicator_processing/fishery_dependent/compile_indicators.R
+++ b/indicator_processing/fishery_dependent/compile_indicators.R
@@ -46,7 +46,7 @@ ind <- list(labels = indnames, indicators = inddata, datelist = datdata) #, ulim
 class(ind) <- "indicatordata"
 plotIndicatorTimeSeries(ind, coltoplot = 1:3, plotrownum = 3, sublabel = T, sameYscale = F)
 
-save(ind, file = "indicator_objects/mean_Lmax.RData")
+# save(ind, file = "indicator_objects/mean_Lmax.RData")
 
 Lmax <- mat
 
diff --git a/indicator_processing/non_automated/CRMP_processing/TCRMP_fish.R b/indicator_processing/non_automated/CRMP_processing/TCRMP_fish.R
index b26c2f8..a05d8e8 100644
--- a/indicator_processing/non_automated/CRMP_processing/TCRMP_fish.R
+++ b/indicator_processing/non_automated/CRMP_processing/TCRMP_fish.R
@@ -147,6 +147,7 @@ for (j in sitelis) {
     mat[i, 3:12] <- c(su2, su[3:length(su)])
     mat[i, 13] <- sum(f1$Total, na.rm = T)  }
 } 
+
 dim(mat)
 mat <- mat[-which(rowSums(mat[3:ncol(mat)]) == 0), ]
 dim(mat)
diff --git a/indicator_processing/non_automated/Sargassum_inundation.R b/indicator_processing/non_automated/Sargassum_inundation.R
index 41c6858..2ccad60 100644
--- a/indicator_processing/non_automated/Sargassum_inundation.R
+++ b/indicator_processing/non_automated/Sargassum_inundation.R
@@ -1,16 +1,63 @@
+#
+# Sargassum inundation indicator
+#
+# direct download from ERDDAP
+# https://cwcgom.aoml.noaa.gov/erddap/griddap/noaa_aoml_atlantic_oceanwatch_AFAI_7D.graph
+
+# specification file and libraries -----------------------------
 
 rm(list = ls())
 dev.off()
 
+library(lubridate)
 library(maps)
 library(plotTimeSeries)
+library(rerddap)
 
 load("indicator_processing/spec_file.RData")
 
 # define years  --------------------------------
-styear <- 1961
+styear <- 2012
 enyear <- terminal_year
 
+# get ERDDAP info  --------------------------------
+afai <- info('noaa_aoml_atlantic_oceanwatch_AFAI_7D',
+              url = 'https://cwcgom.aoml.noaa.gov/erddap')
+afai
+
+# download data --------------------
+
+yr1 <- as.numeric(substr(afai$alldata$NC_GLOBAL$value[35], 1, 4)) + 1
+yr2 <- as.numeric(substr(afai$alldata$NC_GLOBAL$value[34], 1, 4)) - 1
+yr1
+yr2
+
+res <- griddap(afai, fields = 'AFAI', 
+                    time = c(paste0(yr1, '-01-01'), paste0(yr2, '-12-31')), 
+                    longitude = c(min_lon, max_lon), 
+                    latitude = c(min_lat, max_lat))
+
+res$data$lim <- 0
+res$data$lim [which(res$data$AFAI > 0.002)] <- 1
+
+res$data$year <- substr(res$data$time, 1, 4)
+res$data$tim <- substr(res$data$time, 1, 7)
+
+head(res$data)
+
+mon_afai <- tapply(res$data$lim, res$data$tim, sum, na.rm = T)
+yr_afai <- tapply(res$data$lim, res$data$year, sum, na.rm = T)
+
+plot(mon_afai, type = "l")
+plot(2017:2023, 
+     yr_afai, type = "l")
+
+# create indicator object --------------
+
+#################    INCOMPLETE  ########################
+# need to look up algorithm to convert AFAI units to Area of inundation 
+# check Chuanmin write-up and find methods
+
 # load data -------------------------------------
 
 d <- read.csv("indicator_data/sargassum_innundation_monthly_mean_hu.csv", skip = 2)
diff --git a/st.csv b/st.csv
new file mode 100644
index 0000000..d767af4
--- /dev/null
+++ b/st.csv
@@ -0,0 +1,17008 @@
+time,zlev,latitude,longitude,sst
+UTC,m,degrees_north,degrees_east,degree_C
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